PyCS

PyCS

PyCS is a python tool to use and fit machine learning models using any modern web browser.

Requirements

• python 3.6 + pip
• nodejs 14 + npm

Getting Started

CI Builds

Download the latest version and unzip it. Execute the following commands using a command prompt:

• create and activate a virtual python environment

  python -m venv env
  source env/bin/activate
  

• install python dependencies

  pip install numpy opencv-python Pillow scipy
  pip install eventlet flask python-socketio
  

• start server

  python app.py
  

Docker

Docker is the preferred way to quickly start a PyCS instance without requiring any more software or libraries on your system.

• build image with tag pycs

  docker build -t pycs .
  

• start container

  docker run -p 5000:5000 pycs
  

Development

Use git to clone this repository or download the latest version as a zip file. Execute the following commands using a command prompt:

• create and activate a virtual python environment

  python -m venv env
  source env/bin/activate
  

• install python dependencies

  pip install numpy opencv-python Pillow scipy
  pip install eventlet flask python-socketio
  

• start server

  python app.py
  

• change directory to webui

  cd webui/
  

• install vuejs and other dependencies

  npm install
  

• start frontend

  npm run serve